• Books
  • Tag: machine learning

Books — machine learning

RU
Machine Learning. System Design from Idea to Implementation

Machine Learning. System Design from Idea to Implementation

A

Валерий Бабушкин, Арсений Кравченко

AI and ML
EN
Learning AutoML: Automating ML Pipelines with AutoGluon, Leading Frameworks, and Real-World Integration

Learning AutoML: Automating ML Pipelines with AutoGluon, Leading Frameworks, and Real-World Integration

A

Kerem Tomak

AI and ML
RU
Mathematics and Architecture of Deep Learning

Mathematics and Architecture of Deep Learning

A

Кришнанду Чаудхури, Ананья Хоннедевастхана Ашок, Суджай Наруманчи, Девашиш Шанкар

Algorithms and theory
RU
Heidt M. - Learning pandas - 2018

Heidt M. - Learning pandas - 2018

F
AI and ML
RU
Machine Learning. The science and art of building algorithms that extract knowledge from data.

Machine Learning. The science and art of building algorithms that extract knowledge from data.

A

Петер Флах (Peter Flach)

AI and ML
RU
Cryptocurrency. Fundamental Analysis with Python

Cryptocurrency. Fundamental Analysis with Python

A

Ярослав Суков

Software Development
RU
Practical Data Processing: Python and Pandas for Professionals

Practical Data Processing: Python and Pandas for Professionals

A

Игорь Свинаренко

AI and ML
RU
PyTorch. Illuminating Deep Learning

PyTorch. Illuminating Deep Learning

A

Эли Стивенс, Лука Антига, Томас Виман

AI and ML
RU
Machine Learning with PyTorch and Scikit-Learn

Machine Learning with PyTorch and Scikit-Learn

A

Себастьян Рашка, Юси (Хэйден) Лю, Вахид Мирджалили

AI and ML
RU
Building an LLM from Scratch

Building an LLM from Scratch

A

Себастьян Рашка

AI and ML
RU
Artificial Intelligence: A Modern Approach. Second Edition

Artificial Intelligence: A Modern Approach. Second Edition

A

Стюарт Рассел, Питер Норвиг

AI and ML
RU
Applied Machine Learning and Artificial Intelligence for Engineers

Applied Machine Learning and Artificial Intelligence for Engineers

A

Джефф Просиз

AI and ML
RU
Evolutionary Neural Networks in Python

Evolutionary Neural Networks in Python

A

Ярослав Омельяненко

AI and ML
RU
Conformal Prediction in Python

Conformal Prediction in Python

A

Валерий Манохин

AI and ML
RU
Learning Data Science. Data Processing, Exploration, Visualization, and Modeling with Python

Learning Data Science. Data Processing, Exploration, Visualization, and Modeling with Python

A

Сэм Лау, Джозеф Гонсалес, Дебора Нолан

Algorithms and theory
RU
Graph Neural Networks in Python

Graph Neural Networks in Python

A

Максим Лабонн, Артем Груздев

AI and ML
RU
Python Libraries Part 2. Practical Application

Python Libraries Part 2. Practical Application

B

Джейд Картер

AI and ML
RU
120 Practical Tasks

120 Practical Tasks

A

Джейд Картер

Programming languages
RU
Neural Networks. Audio Data Processing

Neural Networks. Audio Data Processing

A

Джейд Картер

AI and ML
RU
Deep Learning for Dummies

Deep Learning for Dummies

A

Джон Пол Мюллер, Лука Массарон

AI and ML
RU
Causal Analysis in Data Science

Causal Analysis in Data Science

A

Алекс Руис де Вилья Роберт

AI and ML
RU
Deep Learning: Principles and Concepts

Deep Learning: Principles and Concepts

A

Кристофер М. Бишоп, Хью Бишоп

AI and ML
RU
System Design. Preparing for a Complex GenAI Interview

System Design. Preparing for a Complex GenAI Interview

A

Аминиан Али, Шенг Хао

Software Development
EN
Python GPT Cookbook: 75+ practical recipes for building NLP solutions for the real world

Python GPT Cookbook: 75+ practical recipes for building NLP solutions for the real world

A

Dr. Neil Williams

AI and ML
EN
Automated Forex Trading Systems with ChatGPT: Learn, Improve, and Enjoy Forex Trading with Your AI Companion

Automated Forex Trading Systems with ChatGPT: Learn, Improve, and Enjoy Forex Trading with Your AI Companion

A

Paul Wealth

AI and ML
EN
NoOps: How AI Agents Are Reinventing DevOps and Software

NoOps: How AI Agents Are Reinventing DevOps and Software

A

Roman Vorel

AI and ML
EN
Introduction to Deep Learning Business Applications for Developers: From Conversational Bots in Customer Service to Medical Image Processing

Introduction to Deep Learning Business Applications for Developers: From Conversational Bots in Customer Service to Medical Image Processing

A

Armando Vieira, Bernardete Ribeiro

AI and ML
EN
Machine Learning Theory and Applications: Hands-on Use Cases with Python on Classical and Quantum Machines

Machine Learning Theory and Applications: Hands-on Use Cases with Python on Classical and Quantum Machines

A

Xavier Vasques

AI and ML
EN
Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP Systems

Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP Systems

A

Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, Harshit Surana

AI and ML
EN
Building LLMs with PyTorch: A step-by-step guide to building advanced AI models with PyTorch

Building LLMs with PyTorch: A step-by-step guide to building advanced AI models with PyTorch

A

Anand Trivedi

AI and ML
EN
Architecting Data and Machine Learning Platforms: Enable Analytics and AI-Driven Innovation in the Cloud

Architecting Data and Machine Learning Platforms: Enable Analytics and AI-Driven Innovation in the Cloud

A

Marco Tranquillin, Valliappa Lakshmanan, Firat Tekiner

AI and ML
EN
Learn TensorFlow 2.0: Implement Machine Learning and Deep Learning Models with Python

Learn TensorFlow 2.0: Implement Machine Learning and Deep Learning Models with Python

A

Pramod Singh, Avinash Manure

AI and ML
EN
Data Wrangling on AWS: Clean and organize complex data for analysis

Data Wrangling on AWS: Clean and organize complex data for analysis

A

Navnit Shukla, Sankar M, Sam Palani

AI and ML
EN
The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions

The Pragmatic Programmer for Machine Learning: Engineering Analytics and Data Science Solutions

A

Marco Scutari, Mauro Malvestio

AI and ML
EN
Hands-On Generative AI with Transformers and Diffusion Models

Hands-On Generative AI with Transformers and Diffusion Models

A

Omar Sanseviero, Pedro Cuenca, Apolinário Passos, Jonathan Whitaker

AI and ML
EN
TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning

TensorFlow for Deep Learning: From Linear Regression to Reinforcement Learning

A

Bharath Ramsundar, Reza Bosagh Zadeh

AI and ML
EN
3D Data Science with Python: Building Accurate Digital Environments with 3D Point Cloud Workflows

3D Data Science with Python: Building Accurate Digital Environments with 3D Point Cloud Workflows

A

Florent Poux

AI and ML
EN
Machine Learning in Production: Master the art of delivering robust Machine Learning solutions with MLOps

Machine Learning in Production: Master the art of delivering robust Machine Learning solutions with MLOps

A

Suhas Pote

AI and ML
EN
Time Series Forecasting Using Foundation Models

Time Series Forecasting Using Foundation Models

A

Marco Peixeiro

AI and ML
EN
Serverless Machine Learning with Amazon Redshift ML: Create, train, and deploy machine learning models using familiar SQL commands

Serverless Machine Learning with Amazon Redshift ML: Create, train, and deploy machine learning models using familiar SQL commands

A

Debu Panda, Phil Bates, Bhanu Pittampally, Sumeet Joshi

Databases
EN
Artificial Intelligence For Dummies, 3rd Edition

Artificial Intelligence For Dummies, 3rd Edition

A

John Paul Mueller, Luca Massaron, Stephanie Diamond

AI and ML
EN
AI and ML for Coders in PyTorch: A Coder’s Guide to Generative AI and Machine Learning

AI and ML for Coders in PyTorch: A Coder’s Guide to Generative AI and Machine Learning

A

Laurence Moroney

AI and ML
EN
Natural Language Processing: A Textbook with Python Implementation

Natural Language Processing: A Textbook with Python Implementation

A

Raymond S. T. Lee

AI and ML
EN
Hands-On Machine Learning with C++: Build, train, and deploy end-to-end machine learning and deep learning pipelines

Hands-On Machine Learning with C++: Build, train, and deploy end-to-end machine learning and deep learning pipelines

A

Kirill Kolodiazhnyi

AI and ML
EN
Transformers in Action

Transformers in Action

A

Nicole Koenigstein

AI and ML
EN
Statistics with Rust: 50+ Statistical Techniques Put into Action

Statistics with Rust: 50+ Statistical Techniques Put into Action

A

Keiko Nakamura

Programming languages
EN
Practical Machine Learning with Rust: Creating Intelligent Applications in Rust

Practical Machine Learning with Rust: Creating Intelligent Applications in Rust

A

Joydeep Bhattacharjee

AI and ML
EN
Modern Time Series Forecasting with Python. Second Edition

Modern Time Series Forecasting with Python. Second Edition

A

Manu Joseph, Jeffrey Tackes

AI and ML
EN
Grokking AI Algorithms, Second Edition: How AI solves complex problems

Grokking AI Algorithms, Second Edition: How AI solves complex problems

A

Rishal Hurbans

AI and ML
EN
Deep Learning with PyTorch, Second Edition: Training and Applying Deep Learning and Generative AI Models

Deep Learning with PyTorch, Second Edition: Training and Applying Deep Learning and Generative AI Models

A

Howard Huang, Eli Stevens, Luca Antiga, Thomas Viehmann

AI and ML
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